Overview

There have been concerns about gender pay equality in university settings. As a result, the Arizona Board of Regents has hired you to create a reporting system so that it can monitor the problem.

You need to build a system to automate the process of generating new reports when new data becomes available.

Packages

You will likely need to install the gender and genderdata packages from GitHub directly:

install.packages("remotes") # if necessary
remotes::install_github("lmullen/gender")
remotes::install_github("lmullen/genderdata")

Be sure to never include install commands in an RMD doc unless you include the chunk argument eval=F because it will create errors while knitting.

If you are getting errors while installing genderdata you might need to download the tarball (zipped package) from the link and install it using the local (instead of CRAN or GitHub option):

library( dplyr )
library( pander )
library( knitr )
library( gender )

You will create helper functions to clean and process data using instructions below. These will all be stored in a “utilities” file called utils.R and loaded into your report template using the source command:

source( "utils.R" )

Source commands typically go in the same chunk as load package commands.

Step 1: Data

We will be using the ASU salaries database distributed by the The State Press, and Arizona newspaper:

https://www.statepress.com/article/2017/04/spinvestigative-salary-database

Since ASU is a public university salary data is in the public domain, though the university doesn’t release it directly to the public. The State Press likely does a Freedom of Information request each year, cleans the data, and adds it to their online database of salaries (a google spreadsheet with several tabs):

https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/edit#gid=1335284952

We can use information embedded in this web link to create a convenient import command in R:

# WE NEED THE FORMAT: 
# https://docs.google.com/spreadsheets/d/<KEY>/export?gid=<GID>&format=csv
#
# where <KEY> and <GID> can be obtained from the base URL:
# https://docs.google.com/spreadsheets/d/<KEY>/edit#gid=<GID>

URL <- 'https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?gid=1335284952&format=csv'
d <- read.csv( URL )
head( d ) %>% pander()
Table continues below
Calendar.Year Full.Name Job.Description
2020 ABBASI, Mohammad Research/Lab Assistant
2020 ARQUIZA, Jose Maria Reynaldo Apollo Lecturer
2020 Aaberg, Kelsea Student Support Specialist
2020 Abadjivor, Enyah Project Manager
2020 Abayesu, Precious Management Intern
2020 Abbas, James Assoc Professor
Department.Description Salary FTE
Sch Biological & Hlth Sys Engr $35,090.00 100
Sch Biological & Hlth Sys Engr $71,400.00 100
Admission Services $36,000.00 100
CASGE Tempe $64,000.00 100
Health & Clinical Partnerships $20,800.00 50
Sch Biological & Hlth Sys Engr $107,195.00 100

Step 2: Parse First Name

You need to write a name parsing function that will take a Full.Name as the argument and return only the first name.

Note that the Full.Name variable has the format: LAST_NAME, FIRST_NAME MIDDLE_NAME

top.25 <- head( d$Full.Name,25 )
first.25 <- get_first_name( name=top.25 )

data.frame( top.25, first.25 ) %>% pander()
top.25 first.25
ABBASI, Mohammad Mohammad
ARQUIZA, Jose Maria Reynaldo Apollo Jose
Aaberg, Kelsea Kelsea
Abadjivor, Enyah Enyah
Abayesu, Precious Precious
Abbas, James James
Abbaszadegan, Morteza Morteza
Abbe, Scott Scott
Abbl, Norma Norma
Abbott, Joshua Joshua
Abbott, Joshua Joshua
Abdollahi, Amir Amir
Abdou, Olgeanna Olgeanna
Abdurhman, Abdurazak Abdurazak
Abel, John John
Abele, Kelsey Kelsey
Aberle, James James
Abhyankar, Aditya Aditya
Abi Karam, Karam Karam
AbiNader, Millan Millan
Aboalam, Safaa Safaa
Abraha, Naomi Naomi
Abramchuk, Mykola Mykola
Abrams, Cristen Cristen
Abrams, Kristen Kristen

Step 3: Code Gender

The database does not provide the gender of the employees, but that’s alright because we can code these ourselves once we have first names isolated.

The gender package allows us to query a database of US birth certificates to see the most likely gender of someone with a specific first name.

library( gender )

# need to save first names for the merge 
d$first.name <- get_first_name( name=d$Full.Name )

# create a list of unique first names in the data 
unique.first.names <- unique( d$first.name )

# get gender data from US Social Security Admin 
gen <- gender( unique.first.names )
head( gen ) %>% pander()
name proportion_male proportion_female gender year_min year_max
Aaron 0.9918 0.0082 male 1932 2012
Abba 1 0 male 1932 2012
Abbey 0.0017 0.9983 female 1932 2012
Abbie 0.0088 0.9912 female 1932 2012
Abby 0.003 0.997 female 1932 2012
Abdel 1 0 male 1932 2012

You then need to add gender to the salary dataset by merging the gender data frame with the salary data using first names as the unique key. Make sure you do not drop observations from the salary database.

If the name was not found in the US names database the gender will be coded as NA. Replace all of these cases with the label “uncoded”.

d$gender[ is.na(d$gender) ] <- "uncoded"
d$gender <- factor( d$gender, levels=c("male","female","uncoded") )

Step 4: Standardize Job Titles

We are interested in five categories of job titles but the job description field is not standardized across the university. Here is a quick crosswalk, likely missing some cases and with some errors but good enough for a first pass.

Convert these steps into a code_titles() function that can be stored in utils.R.

title <- rep( "", nrow(d) )
title[ grepl( "^Asst Professor$", d$Job.Description ) ]  <- "Assistant Professor"
title[ grepl( "^Assoc Professor$", d$Job.Description ) ] <- "Associate Professor"

title[ grepl( "^Professor$", d$Job.Description ) ]            <- "Full Professor"
title[ grepl( "Regents Professor", d$Job.Description ) ]      <- "Full Professor"
title[ grepl( "President's Professor", d$Job.Description ) ]  <- "Full Professor"

title[ grepl( "^Postdoctoral Research Scholar$", d$Job.Description ) ]   <- "Researcher"
title[ grepl( "Research Specialist", d$Job.Description ) ]               <- "Researcher"
title[ grepl( "Research Analyst", d$Job.Description ) ]                  <- "Researcher"
title[ grepl( "Postdoctoral Scholar", d$Job.Description ) ]              <- "Researcher"
title[ grepl( "Research Scientist", d$Job.Description ) ]                <- "Researcher"
title[ grepl( "Research Professional", d$Job.Description ) ]             <- "Researcher"
title[ grepl( "Research Professor", d$Job.Description ) ]                <- "Researcher"

title[ grepl( "^Instructor$", d$Job.Description ) ]           <- "Teaching Faculty"
title[ grepl( "Clinical .+ Professor", d$Job.Description ) ]  <- "Teaching Faculty"
title[ grepl( "Lecturer$", d$Job.Description ) ]              <- "Teaching Faculty"
title[ grepl( "^Lecturer Sr$", d$Job.Description ) ]          <- "Teaching Faculty"
title[ grepl( "^Principal Lecturer$", d$Job.Description ) ]   <- "Teaching Faculty"
title[ grepl( "Professor of Practice", d$Job.Description ) ]  <- "Teaching Faculty"

d$title <- factor( title, 
                   levels=c("Full Professor","Associate Professor",
                            "Assistant Professor","Teaching Faculty",
                            "Researcher" ) )

Step 5: Convert Salary to Numeric

Note the format of Salaries in the database. Since it has a dollar sign and comma it is understood to be a text field. As a result, we cannot compute basic statistics like the median salary, and we also cannot recast it easily.

head( d$Salary )
## [1] "$111,133.00" "$46,275.00"  "$37,717.00"  "$53,710.00"  "$91,000.00" 
## [6] "$107,160.00"
head( d$Salary ) %>% as.numeric()
## [1] NA NA NA NA NA NA

Write a function to remove the dollar sign and comma from the strings and return a numeric salary vector. Store this in your utils.R file and use it to create a new variable called “salary” (no uppercase S):

d$salary <- convert_currency( d$Salary )

Step 6: Normalize Salary by FTE

We want FTE salaries, or what the salary each person would earn if they are working full-time (FTE=100).

Normalize the new salary variable so that it represents everyone’s FTE salary:

salary <- salary / (d$FTE / 100)
d$salary <- salary

Convert this step into a function and store it in utils.R.

Step 7: Select Sample

Many university units are administrative and not academic, so we need to select a set of academic units for the report. A list is provided for you below.

Drop employees that don’t fit into the defined title categories:

academic.units <- 
c("CISA-Intrdisp Hum & Comm", "CISA-Science & Mathmatics", 
"College of Health Solutions MS", "College of Health Solutions NT", 
"College of Health Solutions SH", "College Of Law", "English", "Hugh Downs School Of Comm", 
"Humanities Arts & Cultural", "Journalism & Mass Comm", "Ldrshp and Integrative Studies", 
"Math & Natural Sciences Div", "MDT Music", "Physics Department", 
"Psychology", "Sch Biological & Hlth Sys Engr", "Sch Compt Infor & Dec Sys Engr", 
"Sch Elect Comptr & Energy Engr", "Sch Engr Matter Trnsprt Energy", 
"Sch Future of Innov in Society", "Sch Sustain Engr & Built Envrn", 
"School Of Art", "School of Criminology & Crim J", "School Of Earth & Space Explor", 
"School of Geog Sci & Urban Pln", "School of Math & Stat Sciences", 
"School of Molecular Sciences", "School of Politics & Global St", 
"School Of Public Affairs", "School of Social Transform", "School Of Social Work", 
"SHPRS History Faculty", "Social & Behavioral Sciences", "Sols Administration & Faculty", 
"SOS Faculty & Researchers", "The Design School", "The Sanford School", 
"WPC Accountancy", "WPC Economics", "WPC Information Systems", 
"WPC Management", "WPC Supply Chain Management")

d2 <- 
  d %>% 
  filter( title != ""  ) %>% 
  filter( Department.Description %in% academic.units ) %>% 
  arrange( Department.Description, title )

nrow( d2 )
## [1] 2459
head( d2 ) %>% pander()
Table continues below
first.name Calendar.Year Full.Name Job.Description
Barry 2020 Maid, Barry Professor
Brooks 2020 Simpson, Brooks Professor
Eva 2020 Brumberger, Eva Professor
Ian 2020 Moulton, Ian Professor
Jewell 2020 Rhodes, Jewell Professor
Claire 2020 Lauer, Claire Assoc Professor
Table continues below
Department.Description Salary FTE gender proportion_female
CISA-Intrdisp Hum & Comm $54,050.00 50 male 0.0045
CISA-Intrdisp Hum & Comm $145,610.00 100 male 0.0647
CISA-Intrdisp Hum & Comm $106,350.00 100 female 0.9963
CISA-Intrdisp Hum & Comm $100,000.00 100 male 0.0038
CISA-Intrdisp Hum & Comm $297,000.00 100 female 0.8463
CISA-Intrdisp Hum & Comm $90,150.00 100 female 0.9939
title salary
Full Professor 108100
Full Professor 145610
Full Professor 106350
Full Professor 1e+05
Full Professor 297000
Associate Professor 90150

Step 8: Summarize Salaries

Create a table of salary iq-range (25th quantile to 75th quantile) that is broken out by rank (title) and gender:

The p variable represents the proportion of total employees within each group.

Turn this into a create_salary_table() function and store it in utils.R.

t.salary <- 
  d %>% 
  filter( ! is.na( title ) ) %>% 
  group_by( title, gender ) %>% 
  summarize( q25=quantile(salary,0.25),
             q50=quantile(salary,0.50),
             q75=quantile(salary,0.75),
             n=n(),
             n=n() ) %>% 
  ungroup() %>% 
  mutate( p= round( n/sum(n), 3) )

pander( t.salary )
title gender q25 q50 q75 n p
Full Professor male 119017 142403 186188 407 0.107
Full Professor female 113673 135299 168334 187 0.049
Full Professor uncoded 129514 150440 183511 68 0.018
Associate Professor male 93872 105000 118000 327 0.086
Associate Professor female 90352 99000 113460 249 0.065
Associate Professor uncoded 94412 107984 117790 67 0.018
Assistant Professor male 82401 93150 100500 202 0.053
Assistant Professor female 80000 85464 95000 198 0.052
Assistant Professor uncoded 83805 95625 100750 88 0.023
Teaching Faculty male 49834 59983 84175 491 0.129
Teaching Faculty female 48736 53739 67089 686 0.18
Teaching Faculty uncoded 49000 55000 73500 81 0.021
Researcher male 50000 59060 72171 345 0.091
Researcher female 50000 55778 69758 281 0.074
Researcher uncoded 50000 55344 67875 134 0.035

Step 9: Graph Results

I have provided you with functions to create graph of salaries of instructors, assistants, associate, and full professors in each unit reporting results by gender.

Note the chunk arguments:

{r, fig.height=7, fig.width=10}
add_position <- function( t, position, y, xmax, scale.f=8 )
{
  
  t.original <- t
  t <- filter( t.original, title==position )
  dot.size <- 2 + scale.f*sum(t$p)
  offset.n <- 1 + sum(t$p)*2
  
  male.median <- NA
  n.male <- NA
  t <- filter( t.original, title==position & gender == "male" )
  if( nrow(t) > 0 )
  { 
    male.median <- t$q50 
    n.male <- t$n
  }

  
  female.median <- NA
  n.female <- NA
  t <- filter( t.original, title==position & gender == "female" )
  if( nrow(t) > 0 )
  { 
    female.median <- t$q50 
    n.female <- t$n
  }

  
  # dumbell plots 
  segments( x0=female.median, x1=male.median, y0=y,
          col=gray(0.3,0.5), lwd=7 )
  points( male.median, y,
          col=adjustcolor( "darkblue", alpha.f = 0.5), 
          pch=19, cex=dot.size  )
  points( female.median, y,
          col=adjustcolor( "firebrick", alpha.f = 0.5), 
          pch=19, cex=dot.size  )
  
  pos.f <- 2
  pos.m <- 4
  if( ! ( is.na(female.median) | is.na(male.median) ) )
  {
    pos.f <- ifelse( female.median > male.median, 4, 2 )
    pos.m <- ifelse( female.median > male.median, 2, 4 )
  }
  
  # add salaries to right and left 
  text( female.median, y, paste0("$",round(female.median/1000,0),"k"),
        col=adjustcolor( "firebrick", alpha.f = 0.7), 
        cex=1.2, pos=pos.f, offset=offset.n )
  text( male.median, y, paste0("$",round(male.median/1000,0),"k"),
        col=adjustcolor( "darkblue", alpha.f = 0.7), 
        cex=1.2, pos=pos.m, offset=offset.n ) 
  
  # add faculty counts
  n.female <- ifelse( is.na(n.female), 0, n.female )
  n.female <- ifelse( nchar(n.female)==1, 
                      paste0( " ", n.female), n.female )
  n.male <- ifelse( is.na(n.male), 0, n.male )
  n.male <- ifelse( nchar(n.male)==1, 
                      paste0( " ", n.male), n.male )
  text( xmax-0.1*xmax, y+0.14, paste0( "f   = ", n.female),
        col="gray50", cex=1.1, pos=4  )
  text( xmax-0.1*xmax, y-0.14, paste0( "m = ", n.male),
        col="gray50", cex=1.1, pos=4  )


  axis( side=2, at=y, labels=position, 
        las=2, tick=F, cex.axis=1.5, col.axis="gray50" )
}


build_graph <- function( t.salary, unit )
{
  unique.titles <- unique( t.salary$title )
  ymax <- length(unique.titles)
  xmax <- round( max(t.salary$q50), -3 ) + 50000
  color.key.pos <- 40000 + ( xmax - 40000 ) / 2
  color.key.inc <- ( xmax - 40000 ) / 10
  
  t.mf <- filter( t.salary, gender %in% c("male","female") )
  N <- sum( t.mf$n )
  
  par( mar=c(6,15,4.1,0) )
  plot.new()
  plot.window( xlim=c(40000-10000,xmax), ylim=c(0,ymax+1) )
  
  abline( v=seq(40000,xmax-40000,20000), lwd=1.5, lty=2, col=gray(0.5,0.5) )
  axis( side=1, 
        at=seq(40000,xmax-40000,20000), 
        labels=paste0("$",seq(40,(xmax-40000)/1000,20),"k"),
        cex.axis=1.1, col.axis="gray40", tick=FALSE )
  
  y <- ymax
  
  if( "Full Professor" %in% unique.titles )
  {
    add_position( t.salary, position="Full Professor", y, xmax )
    y <- y-1
  }
  if( "Associate Professor" %in% unique.titles )
  {
    add_position( t.salary, position="Associate Professor", y, xmax )
    y <- y-1
  }
  if( "Assistant Professor" %in% unique.titles )
  {
    add_position( t.salary, position="Assistant Professor", y, xmax )
    y <- y-1
  }
  if( "Teaching Faculty" %in% unique.titles )
  {
    add_position( t.salary, position="Teaching Faculty", y, xmax )
    y <- y-1
  }
  if( "Researcher" %in% unique.titles )
  {
    add_position( t.salary, position="Researcher", y, xmax )
    y <- y-1
  }

  
  text( color.key.pos + 3*color.key.inc, 0, "MALE", 
        col=adjustcolor( "darkblue", alpha.f = 0.7), cex=1.2 )
  text( color.key.pos + 1.8*color.key.inc, 0, "FEMALE", 
        col="firebrick",  cex=1.2 )
  text( xmax - 0.1*xmax, 0, paste0("N = ",N), col="gray40",  cex=1.2, pos=4 )

  
  title( main="Median Salary by Rank and Gender", cex.main=1.5, col.main="gray30" )
  title( xlab=unit, col.lab="gray50", cex.lab=1.5, line=5 )
  title( xlab="dot size represents proportion of faculty at that rank",
         col.lab="gray50", cex.lab=0.9 )
  
  return(NULL)
}



### TEST: 
#   t.salary is the salary table from the previous step
#   unit is a category from Department.Description
#
#     build_graph( t.salary, unit="Psychology" )
#


d2 %>%  
  filter( Department.Description == "Psychology" ) %>% 
  create_table( ) %>% 
  build_graph( unit="Psychology" )

NULL

Step 10 - Top Five Salaries

Create function that generates a table of the top 5 salaries and reports the name, gender, position, and salary of each person on the list.

You might find the following formatting function helpful:

dollarize <- function(x)
{ paste0("$", format( round( x, 0 ), big.mark="," ) ) }

dollarize( x=150000 )
## [1] "$150,000"
Full.Name gender Job.Description salary
Prescott, Edward male Regents Professor $436,101
LePine, Jeffery male Professor $402,257
Panchanathan, Sethuraman uncoded Professor $365,000
Gomez-Mejia, Luis male Regents Professor $361,393
Navrotsky, Alexandra female Professor $358,209

Put it All Together

Automate the process using a loop to isolate data from each unit, create the two tables and the graph, then add them to the document.

The knitr package has a function called kable that will output nice HTML tables.You can add HTML tables to the RMD through the chunk, then render them to produce nicely-formatted results.

You need to include the chunk argument results=‘asis’ and in order to return the raw text from inside a loop you need to use cat() instead of print():

{r, fig.height=7, fig.width=10, results="asis"}
for( i in academic.units )
{
  
  d3 <- filter( d2, Department.Description == i )
  # create the salary summary by rank & gender table 
  # create the top 5 salaries table 
  # build the graph 

  # print the tables:  
  # cat( paste('<h3>',"TOP FIVE SALARIES",'</h3>' ) )
  # cat( t.rank %>% knitr::kable(format="html") )   

  # cat( '<br><hr><br>' )
  
}

Step 11: Customize Your CSS

Customize your report by adding a CSS section at the end of the RMD.

Your results should be as close as possible to the format below.

Step 12: Report Template

Once you have completed all of these steps move all of your new functions into the utils.R file.

Create an RMD template called salary-report.rmd that will source your custom functions in utils.R and call each in order to clean, augment, and analyze the data. Include a loop at the end that generates a report section for each academic unit.

You can now re-build this report using the render function in the rmarkdown package (this is what is called when you “knit” your RMD doc in R Studio):

# working directory should be the project folder with the reports
rmarkdown::render( input='salary-report.rmd', 
                   output_file = "ASU-2020-Salary-Report.HTML" )

Step 13: Batch Processing by Year

Note that so far we have been working with the 2020 salary data that was loaded directly in the RMD doc:

URL <- 'https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?gid=1335284952&format=csv'
d <- read.csv( URL )

Note that the State Press google spreadsheet has multiple years of data organized by tabs.

Each tab has a unique URL, though:

# https://docs.google.com/spreadsheets/d/<KEY>/export?gid=<GID>&format=csv
# where <KEY> and <GID> can be obtained from your navigation's URL,
# https://docs.google.com/spreadsheets/d/<KEY>/edit#gid=<GID>

# NEED DIFFERENT <gid> FOR EACH SHEET
# 2019 sheet:  https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/edit#gid=1948400967
# 2018 sheet:  https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/edit#gid=169937930 
# etc

We are going to batch process multiple years of reports using functionality in the rmarkdown package.

Batch Process Script:

Create a new R script called "“batch.R”.

Lookup

Generalize the Data URL in the RMD template:

Currently we have a single year of data hard-coded inside the template.

URL <- 'https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?gid=1335284952&format=csv'
d <- read.csv( URL )

We want to change this to a generic URL variable that we can change each time we create a new report.

Add a new params URL field in your YAML header:

---
title: 'CPP 527 Final Project Instructions'
output:
  html_document:
    theme: readable
    highlight: zenburn
    toc: true
params:
  url:
    value: x   
---

Change the data load step in your file from an absolute URL to a variable reference.

We can reference the YAML url field in this way:

URL <- params$url
d <- read.csv( URL )

The YAML fields in the RMD doc are like argument defaults, but they can be replaced using the params argument in rmarkdown::render inside your batch.R file:

## 2020 REPORT

url.2020 <- "https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?gid=1335284952&format=csv"
rmarkdown::render( input='salary-report.rmd', 
                   output_file = "ASU-2020-Salary-Report.HTML",
                   params = list( url = url.2020 ) )

## 2019 REPORT 

url.2019 <- "https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/edit#gid=1948400967"
rmarkdown::render( input='salary-report.rmd', 
                   output_file = "ASU-2019-Salary-Report.HTML",
                   params = list( url = url.2019 ) )


Instructions:

Find the proper URLs for years 2016-2020.

Use your batch.R file to create a separate report for each year.


Side note: you can alternatively download the full spreadsheet and read tabs with an excel package, but we will use the first approach here.

# download option from linK 
# https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?format=xlsx

# URL <- 'https://docs.google.com/spreadsheets/d/1RoiO9bfpbXowprWdZrgtYXG9_WuK3NFemwlvDGdym7E/export?format=xlsx'
# download.file( URL, "asu-salaries.xlsx" )
# then read into R using read excel package


Submission Instructions

Deliverables

You have the following files:

  • utils.R - contains all of your helper functions
  • function-demo.rmd, function-demo.html - show each helper function in action
  • salary-report.rmd - report template
  • batch.R - generates reports for all years
  • five rendered HTML reports:
    • “ASU-2020-Salary-Report.HTML”
    • “ASU-2019-Salary-Report.HTML”
    • “ASU-2018-Salary-Report.HTML”
    • “ASU-2017-Salary-Report.HTML”
    • “ASU-2016-Salary-Report.HTML”

In the function-demo.rmd file include all of your code and demo each function from Steps 1-10 above so I can see they are working properly.

The salary-report.rmd file, on the other hand, will hide the code so that it generates a clean report. Make sure to suppress warnings and messages as well. The knitr options argument is helpful:

knitr::opts_chunk$set( echo=F, message=F, warning=F )

Submission

Zip the nine files above into a project directory and upload to canvas.

Name your files: CPP-527-FINAL-LastName.zip





Report Demo

CISA-Intrdisp Hum & Comm

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Rhodes, Jewell female Professor $297,000
Simpson, Brooks male Professor $145,610
Maid, Barry male Professor $108,100
Brumberger, Eva female Professor $106,350
Moulton, Ian male Professor $100,000

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $104,050 $108,100 $126,855 3 0.067
Full Professor female $154,012 $201,675 $249,338 2 0.044
Associate Professor male $ 94,612 $ 94,612 $ 94,612 1 0.022
Associate Professor female $ 88,762 $ 89,225 $ 89,688 2 0.044
Assistant Professor male $ 73,512 $ 74,025 $ 74,512 3 0.067
Assistant Professor female $ 72,100 $ 72,200 $ 74,375 3 0.067
Assistant Professor uncoded $ 65,000 $ 65,000 $ 65,000 1 0.022
Teaching Faculty male $ 48,218 $ 48,740 $ 48,897 9 0.200
Teaching Faculty female $ 47,338 $ 48,845 $ 51,706 20 0.444
Teaching Faculty uncoded $ 48,980 $ 48,980 $ 48,980 1 0.022


CISA-Science & Mathmatics

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Sagers, Cynthia female Professor $123,750
Zandieh, Michelle female Professor $113,288
Shovkovy, Igor male Professor $107,675
Kang, Yun female Professor $103,330
Sukharev, Maxim male Professor $103,096

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $104,241 $105,386 $106,530 2 0.053
Full Professor female $108,309 $113,288 $118,519 3 0.079
Associate Professor male $ 89,752 $ 95,208 $ 95,847 3 0.079
Associate Professor female $ 93,698 $ 94,882 $ 96,066 2 0.053
Associate Professor uncoded $ 90,333 $ 90,333 $ 90,333 1 0.026
Assistant Professor male $ 82,780 $ 83,628 $ 84,814 3 0.079
Assistant Professor female $ 81,357 $ 82,714 $ 84,070 2 0.053
Assistant Professor uncoded $ 84,536 $ 85,024 $ 85,512 2 0.053
Teaching Faculty male $ 48,925 $ 50,000 $ 58,082 9 0.237
Teaching Faculty female $ 48,686 $ 48,925 $ 56,949 7 0.184
Teaching Faculty uncoded $ 48,106 $ 48,350 $ 49,275 3 0.079
Researcher female $ 58,000 $ 58,000 $ 58,000 1 0.026


College of Health Solutions MS

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Gaesser, Glenn male Professor $162,943
Adams, Marc male Assoc Professor $120,280
Siegler, Jason male Assoc Professor $115,000
Huberty, Jennifer female Assoc Professor $103,650
Peterson, Daniel male Asst Professor $ 98,500

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $162,943 $162,943 $162,943 1 0.031
Associate Professor male $ 97,398 $115,000 $117,640 3 0.094
Associate Professor female $ 92,248 $ 93,299 $ 96,112 4 0.125
Assistant Professor male $ 92,125 $ 94,250 $ 96,375 2 0.062
Assistant Professor female $ 88,000 $ 88,000 $ 88,000 1 0.031
Teaching Faculty male $ 53,062 $ 59,000 $ 63,550 7 0.219
Teaching Faculty female $ 54,500 $ 55,215 $ 57,482 11 0.344
Researcher female $ 48,789 $ 50,000 $ 51,352 3 0.094


College of Health Solutions NT

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Ohri-Vachaspati, Punam female Professor $165,543
Wang, Shu male Professor $160,000
Banks, Dorothy female Professor $140,000
Bruening, Meredith female Assoc Professor $120,280
Vega-Lopez, Sonia female Assoc Professor $113,460

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $160,000 $160,000 $160,000 1 0.032
Full Professor female $146,386 $152,772 $159,157 2 0.065
Associate Professor female $105,589 $106,665 $113,460 5 0.161
Assistant Professor female $ 89,000 $ 89,000 $ 89,000 1 0.032
Assistant Professor uncoded $ 94,700 $ 94,700 $ 94,700 1 0.032
Teaching Faculty female $ 54,125 $ 58,600 $ 63,792 17 0.548
Researcher male $ 48,113 $ 48,742 $ 49,371 2 0.065
Researcher female $ 63,650 $ 66,100 $ 68,550 2 0.065


College of Health Solutions SH

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Yost, William male Research Professor (FSC) $189,888
Scherer, Nancy female Professor $156,634
Gray, Shelley female Professor $147,400
Berisha, Visar uncoded Assoc Professor $118,400
Schatzki, MariaRita uncoded Clinical Assoc Professor (FSC) $106,308

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor female $149,708 $152,017 $154,326 2 0.065
Associate Professor male $101,397 $101,397 $101,397 1 0.032
Associate Professor female $100,354 $101,709 $101,854 3 0.097
Associate Professor uncoded $118,400 $118,400 $118,400 1 0.032
Assistant Professor male $ 98,000 $ 98,000 $ 98,000 1 0.032
Assistant Professor female $ 98,050 $ 98,200 $ 98,350 2 0.065
Teaching Faculty female $ 77,500 $ 80,000 $ 84,780 13 0.419
Teaching Faculty uncoded $106,308 $106,308 $106,308 1 0.032
Researcher male $ 39,520 $ 41,600 $115,744 3 0.097
Researcher female $ 49,430 $ 51,652 $ 55,943 4 0.129


College Of Law

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Bodansky, Daniel male Regents Professor $274,000
Banks, Angela female Professor $255,250
Roberts, Lawrence male Professor of Practice $250,000
Selmi, Michael male Professor $225,000
Saks, Michael male Regents Professor $222,549

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $165,754 $169,350 $183,774 14 0.298
Full Professor female $160,841 $162,996 $174,498 6 0.128
Associate Professor male $135,750 $138,000 $151,869 6 0.128
Associate Professor female $149,830 $156,460 $156,476 3 0.064
Associate Professor uncoded $ 93,876 $ 93,876 $ 93,876 1 0.021
Teaching Faculty male $ 68,000 $103,710 $214,000 9 0.191
Teaching Faculty female $ 67,250 $ 68,000 $ 87,500 6 0.128
Teaching Faculty uncoded $150,000 $150,000 $150,000 1 0.021
Researcher male $ 45,000 $ 45,000 $ 45,000 1 0.021


English

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Bate, Andrew male Professor $250,000
Diaz, Natalie female Assoc Professor $210,200
Justice, George male Professor $186,000
Bjork, Robert male Professor $163,750
Looser, Devoney female Professor $160,387

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $105,893 $116,259 $138,985 19 0.128
Full Professor female $111,050 $122,425 $130,020 13 0.087
Associate Professor male $ 92,994 $ 93,820 $ 95,142 11 0.074
Associate Professor female $ 88,408 $ 95,862 $ 97,316 9 0.060
Assistant Professor male $ 78,900 $ 79,500 $ 80,000 5 0.034
Assistant Professor female $ 80,046 $ 81,246 $ 82,131 8 0.054
Assistant Professor uncoded $102,000 $102,000 $102,000 1 0.007
Teaching Faculty male $ 49,000 $ 52,100 $ 52,600 32 0.215
Teaching Faculty female $ 49,000 $ 52,600 $ 52,600 46 0.309
Teaching Faculty uncoded $ 49,000 $ 51,600 $ 52,600 5 0.034


Hugh Downs School Of Comm

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Lederman, Linda female Professor $220,000
Tracy, Sarah female Professor $135,670
Corman, Steven male Professor $130,500
Alberts, Janet female President’s Professor $129,300
Roberto, Anthony male Professor $119,450

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $115,870 $119,450 $124,975 3 0.056
Full Professor female $111,178 $120,955 $134,078 6 0.111
Associate Professor male $ 95,050 $ 97,700 $ 98,185 3 0.056
Associate Professor female $100,600 $100,600 $100,600 1 0.019
Associate Professor uncoded $ 89,907 $ 89,978 $ 90,048 2 0.037
Assistant Professor male $ 74,500 $ 74,500 $ 74,500 1 0.019
Assistant Professor female $ 75,350 $ 76,700 $ 78,350 3 0.056
Assistant Professor uncoded $ 77,300 $ 77,300 $ 77,300 1 0.019
Teaching Faculty male $ 46,890 $ 47,190 $ 47,190 13 0.241
Teaching Faculty female $ 45,000 $ 47,050 $ 47,190 20 0.370
Teaching Faculty uncoded $ 46,200 $ 46,200 $ 46,200 1 0.019


Humanities Arts & Cultural

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Matustik, Martin male Professor $138,300
Brashears, William male Clinical Asst Professor (FSC) $116,400
Pagan, Eduardo male Assoc Professor $114,900
Lerman, Richard male Professor $106,390
Hanlon, Christopher male Professor $105,275

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $103,656 $105,832 $114,368 4 0.077
Full Professor female $ 97,540 $ 99,556 $100,198 6 0.115
Associate Professor male $ 88,016 $ 88,335 $ 91,288 8 0.154
Associate Professor female $ 85,325 $ 86,620 $ 88,704 10 0.192
Assistant Professor male $ 75,830 $ 75,830 $ 75,830 1 0.019
Assistant Professor female $ 75,750 $ 75,750 $ 75,750 1 0.019
Teaching Faculty male $ 48,300 $ 48,470 $ 77,845 5 0.096
Teaching Faculty female $ 46,800 $ 48,550 $ 48,712 15 0.288
Teaching Faculty uncoded $ 48,338 $ 50,546 $ 52,753 2 0.038


Journalism & Mass Comm

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Misner, John male Professor of Practice (FSC) $196,223
Beelman, Maud female Professor of Practice (FSC) $185,000
Cohen, Sarah female Professor $157,579
Wallace, Julia female Professor of Practice $156,259
Downie, Leonard male Professor of Practice $155,448

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $ 93,289 $ 95,845 $111,393 3 0.068
Full Professor female $157,579 $157,579 $157,579 1 0.023
Associate Professor male $ 70,154 $ 70,963 $ 75,479 3 0.068
Associate Professor female $ 74,789 $ 80,611 $ 88,440 6 0.136
Associate Professor uncoded $ 89,635 $ 89,635 $ 89,635 1 0.023
Assistant Professor male $ 69,216 $ 70,122 $ 71,027 2 0.045
Assistant Professor female $ 67,591 $ 67,591 $ 67,591 1 0.023
Teaching Faculty male $ 92,362 $120,866 $142,197 12 0.273
Teaching Faculty female $104,105 $115,591 $143,440 15 0.341


Ldrshp and Integrative Studies

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Akpan, Patience female Assoc Professor $89,000
Bates, Denise female Asst Professor $73,429
Giron, Angela female Clinical Asst Professor (FSC) $71,722
Castillo, Elizabeth female Asst Professor $70,749
Trinh, Mai female Asst Professor $70,740

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Associate Professor male $43,985 $43,985 $43,985 1 0.026
Associate Professor female $89,000 $89,000 $89,000 1 0.026
Assistant Professor male $70,653 $70,653 $70,653 1 0.026
Assistant Professor female $70,744 $70,749 $72,089 3 0.079
Teaching Faculty male $48,524 $49,623 $53,936 16 0.421
Teaching Faculty female $48,839 $50,796 $54,494 14 0.368
Teaching Faculty uncoded $47,080 $47,159 $47,238 2 0.053


Math & Natural Sciences Div

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Dietrich, Suzanne female Professor $127,995
Camacho, Erika female Professor $121,440
Kanthaswamy, Sreetharan uncoded Professor $117,645
Sullivan, Brian male Professor $111,420
Marshall, Pamela female Professor $107,234

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $ 91,243 $104,397 $105,975 5 0.081
Full Professor female $114,337 $121,440 $124,718 3 0.048
Full Professor uncoded $100,774 $106,398 $112,022 2 0.032
Associate Professor male $ 89,577 $ 90,402 $ 91,915 5 0.081
Associate Professor female $ 95,773 $ 97,358 $ 98,546 4 0.065
Associate Professor uncoded $100,166 $100,166 $100,166 1 0.016
Assistant Professor male $ 86,750 $ 87,000 $ 88,077 4 0.065
Assistant Professor female $ 88,000 $ 90,000 $ 91,599 5 0.081
Assistant Professor uncoded $ 89,062 $ 91,125 $ 93,188 2 0.032
Teaching Faculty male $ 45,000 $ 47,275 $ 55,250 12 0.194
Teaching Faculty female $ 45,000 $ 47,450 $ 53,322 16 0.258
Teaching Faculty uncoded $ 57,684 $ 57,684 $ 57,684 1 0.016
Researcher male $ 62,600 $ 62,600 $ 62,600 1 0.016
Researcher uncoded $ 60,000 $ 60,000 $ 60,000 1 0.016


MDT Music

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Marshall, Kimberly female Professor $121,288
Roumain, Daniel male Professor of Practice, MY $121,185
Spring, Robert male Professor $115,305
Meyer, Jeffery male Assoc Professor $112,325
DeMaris, Brian male Assoc Professor $109,184

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $87,016 $92,271 $ 94,935 13 0.200
Full Professor female $87,690 $92,661 $ 94,540 7 0.108
Full Professor uncoded $91,886 $91,886 $ 91,886 1 0.015
Associate Professor male $84,210 $91,956 $102,092 7 0.108
Associate Professor female $73,313 $76,250 $ 77,679 6 0.092
Assistant Professor male $63,254 $65,072 $ 72,190 11 0.169
Assistant Professor female $63,145 $64,666 $ 70,575 6 0.092
Teaching Faculty male $54,625 $63,549 $ 74,504 10 0.154
Teaching Faculty female $58,056 $65,251 $ 69,239 4 0.062


Physics Department

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Ritchie, Barry male Professor $233,201
Nemanich, Robert male Regents Professor $210,580
Smith, David male Regents Professor $184,222
Spence, John male Regents Professor $184,200
Liu, Jingyue uncoded Professor $180,825

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $120,494 $140,799 $175,535 18 0.257
Full Professor female $112,269 $112,880 $113,490 2 0.029
Full Professor uncoded $104,376 $118,932 $149,878 3 0.043
Associate Professor male $108,413 $111,662 $114,505 8 0.114
Associate Professor female $105,700 $105,700 $105,700 1 0.014
Assistant Professor male $ 92,000 $ 92,500 $ 92,800 5 0.071
Assistant Professor female $ 93,500 $ 93,500 $ 93,650 3 0.043
Teaching Faculty male $ 46,667 $ 46,667 $ 46,667 1 0.014
Teaching Faculty female $ 58,200 $ 58,200 $ 58,200 1 0.014
Researcher male $ 51,500 $ 55,800 $ 78,800 14 0.200
Researcher female $ 47,957 $ 50,450 $ 51,563 6 0.086
Researcher uncoded $ 47,476 $ 49,700 $ 51,498 8 0.114


Psychology

TOP FIVE SALARIES

Full.Name gender Job.Description salary
McNamara, Danielle female Professor $227,000
Chassin, Laurie female Regents Professor $226,418
Eisenberg, Nancy female Regents Professor $200,336
Mackinnon, David male Professor $177,750
Kenrick, Douglas male President’s Professor $176,765

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $121,920 $133,778 $164,629 14 0.179
Full Professor female $145,685 $161,320 $206,856 8 0.103
Full Professor uncoded $116,114 $118,250 $120,386 2 0.026
Associate Professor male $ 98,000 $106,250 $112,619 9 0.115
Associate Professor female $108,367 $113,215 $121,520 5 0.064
Associate Professor uncoded $111,780 $111,780 $111,780 1 0.013
Assistant Professor female $ 92,000 $ 92,750 $ 93,875 6 0.077
Assistant Professor uncoded $ 92,000 $ 92,000 $ 92,000 1 0.013
Teaching Faculty male $ 80,702 $ 85,175 $ 88,888 4 0.051
Teaching Faculty female $ 56,762 $ 59,167 $ 61,322 4 0.051
Teaching Faculty uncoded $ 57,192 $ 57,795 $ 58,398 2 0.026
Researcher male $ 56,352 $ 60,000 $ 84,443 3 0.038
Researcher female $ 50,004 $ 52,251 $ 78,000 17 0.218
Researcher uncoded $ 90,534 $108,289 $126,044 2 0.026


Sch Biological & Hlth Sys Engr

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Kleim, Jeffrey male Assoc Professor $159,301
Tyler, William male Assoc Professor $148,600
Lockhart, Thurmon male Professor $135,000
Stabenfeldt, Sarah female Assoc Professor $125,833
Sadleir, Rosalind female Assoc Professor $124,428

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $135,000 $135,000 $135,000 1 0.024
Associate Professor male $107,706 $117,972 $121,982 11 0.262
Associate Professor female $124,058 $124,428 $125,130 3 0.071
Associate Professor uncoded $111,557 $111,557 $111,557 1 0.024
Assistant Professor male $ 97,250 $ 98,000 $103,692 4 0.095
Assistant Professor female $100,365 $102,126 $103,617 4 0.095
Assistant Professor uncoded $ 97,000 $ 98,000 $ 98,000 3 0.071
Teaching Faculty male $ 72,878 $ 74,357 $ 75,836 2 0.048
Teaching Faculty female $ 73,185 $ 73,185 $ 73,185 1 0.024
Researcher male $ 49,885 $ 50,000 $ 52,500 5 0.119
Researcher female $ 54,500 $ 55,000 $ 79,000 3 0.071
Researcher uncoded $ 50,003 $ 50,502 $ 51,770 4 0.095


Sch Compt Infor & Dec Sys Engr

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Panchanathan, Sethuraman uncoded Professor $365,000
VanLehn, Kurt male Professor $240,565
Kambhampati, Subbarao uncoded Professor $224,719
Liu, Huan male Professor $211,536
Mirchandani, Pitu uncoded Professor $206,710

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $159,077 $180,960 $201,125 10 0.114
Full Professor female $144,750 $147,500 $150,250 2 0.023
Full Professor uncoded $156,918 $177,231 $200,075 11 0.125
Associate Professor male $108,716 $126,500 $130,815 8 0.091
Associate Professor female $104,035 $111,735 $114,165 3 0.034
Associate Professor uncoded $106,760 $115,127 $121,603 6 0.068
Assistant Professor male $101,450 $104,400 $109,750 11 0.125
Assistant Professor female $102,750 $105,500 $107,750 3 0.034
Assistant Professor uncoded $106,875 $112,500 $113,625 6 0.068
Teaching Faculty male $ 79,552 $ 85,000 $ 89,446 9 0.102
Teaching Faculty female $ 54,375 $ 82,500 $ 90,699 7 0.080
Teaching Faculty uncoded $ 94,966 $ 98,506 $ 99,805 4 0.045
Researcher male $ 80,107 $ 97,587 $121,669 6 0.068
Researcher female $ 70,886 $ 71,771 $ 72,656 2 0.023


Sch Elect Comptr & Energy Engr

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Vittal, Vijay male Regents Professor $298,000
Lai, Ying-Cheng uncoded Professor $270,200
Kiaei, Sayfe uncoded Professor $264,880
Meldrum, Deirdre female Professor $235,250
Balanis, Constantine male Regents Professor $221,879

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $125,870 $160,888 $172,700 17 0.17
Full Professor female $154,620 $160,298 $177,500 8 0.08
Full Professor uncoded $143,667 $171,328 $202,000 10 0.10
Associate Professor male $116,660 $119,340 $126,580 9 0.09
Associate Professor female $116,378 $118,065 $120,885 4 0.04
Associate Professor uncoded $107,900 $107,959 $112,570 3 0.03
Assistant Professor male $ 98,000 $103,000 $105,000 11 0.11
Assistant Professor female $108,500 $108,500 $108,500 1 0.01
Assistant Professor uncoded $ 99,375 $102,750 $105,375 6 0.06
Teaching Faculty male $ 75,500 $ 77,000 $ 78,750 3 0.03
Teaching Faculty female $ 80,000 $ 80,000 $ 80,000 1 0.01
Researcher male $ 60,312 $ 65,000 $ 70,526 20 0.20
Researcher uncoded $ 53,500 $ 55,000 $ 62,960 7 0.07


Sch Engr Matter Trnsprt Energy

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Adrian, Ronald male Regents Professor $302,352
Chattopadhyay, Aditi female Regents Professor $292,157
Dahm, Werner male Professor $248,748
Lin, Jerry male Regents Professor $218,200
Friesen, Cody male Assoc Professor $202,250

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $143,412 $152,347 $162,632 18 0.159
Full Professor female $211,789 $238,578 $265,368 2 0.018
Full Professor uncoded $134,802 $147,042 $156,154 4 0.035
Associate Professor male $113,643 $117,900 $126,062 11 0.097
Associate Professor female $112,709 $116,429 $119,550 5 0.044
Associate Professor uncoded $104,658 $116,033 $121,064 8 0.071
Assistant Professor male $ 97,500 $ 99,500 $100,500 9 0.080
Assistant Professor female $102,190 $103,380 $104,190 3 0.027
Assistant Professor uncoded $ 96,625 $ 98,000 $101,250 10 0.088
Teaching Faculty male $ 44,000 $ 80,000 $ 84,000 9 0.080
Teaching Faculty uncoded $ 74,750 $ 76,000 $ 77,250 2 0.018
Researcher male $ 50,000 $ 51,500 $ 55,000 17 0.150
Researcher female $ 50,172 $ 51,443 $ 55,722 3 0.027
Researcher uncoded $ 47,476 $ 48,738 $ 50,500 12 0.106


Sch Future of Innov in Society

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Cook-Deegan, Robert male Professor $204,480
Barab, Sasha female Professor $199,896
Michael, Katina female Professor $179,725
Martin, Paul male Research Professional FSC $169,538
Mayes, Kristin female Professor of Practice (FSC) $162,742

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $155,287 $155,969 $180,224 3 0.067
Full Professor female $184,768 $189,810 $194,853 2 0.044
Associate Professor male $ 95,728 $102,467 $108,301 3 0.067
Associate Professor female $ 98,723 $100,647 $102,843 3 0.067
Associate Professor uncoded $113,874 $113,874 $113,874 1 0.022
Assistant Professor male $ 94,015 $ 94,264 $ 94,512 2 0.044
Assistant Professor female $ 85,850 $ 88,501 $ 92,880 8 0.178
Assistant Professor uncoded $ 92,700 $ 92,700 $ 92,700 1 0.022
Teaching Faculty male $ 60,804 $ 74,882 $100,538 4 0.089
Teaching Faculty female $ 87,939 $103,138 $158,386 7 0.156
Researcher male $ 47,500 $ 70,000 $107,190 7 0.156
Researcher female $ 57,250 $ 74,770 $100,146 4 0.089


Sch Sustain Engr & Built Envrn

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Kavazanjian, Edward male Regents Professor $260,500
Westerhoff, Paul male Regents Professor $255,300
Hjelmstad, Keith male President’s Professor $253,100
Allenby, Braden male President’s Professor $243,400
Lackner, Klaus male Professor $228,900

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $138,620 $195,798 $245,825 12 0.162
Full Professor uncoded $140,527 $144,645 $147,469 4 0.054
Associate Professor male $107,332 $112,300 $125,400 11 0.149
Associate Professor female $108,925 $111,650 $116,075 3 0.041
Associate Professor uncoded $110,375 $111,350 $112,145 4 0.054
Assistant Professor male $ 96,600 $ 99,100 $101,500 5 0.068
Assistant Professor female $ 97,900 $ 97,900 $ 99,350 3 0.041
Assistant Professor uncoded $ 97,000 $ 97,400 $ 99,350 4 0.054
Teaching Faculty male $ 76,425 $ 80,750 $ 87,100 4 0.054
Teaching Faculty female $ 79,000 $ 79,000 $ 79,000 1 0.014
Teaching Faculty uncoded $ 79,400 $ 79,400 $ 79,400 1 0.014
Researcher male $ 50,505 $ 60,000 $ 70,395 10 0.135
Researcher female $ 55,000 $ 66,250 $ 76,534 4 0.054
Researcher uncoded $ 58,750 $ 60,300 $ 63,250 8 0.108


School Of Art

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Klett, Mark male Regents Professor $146,336
Weiser, Kurt male Regents Professor $140,243
Jenik, Adriene female Professor $125,174
Lawson, Shawn male Assoc Professor $118,000
Codell, Julie female Professor $113,462

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $87,681 $90,912 $106,227 9 0.176
Full Professor female $90,742 $92,433 $106,221 11 0.216
Associate Professor male $76,732 $77,820 $ 97,910 3 0.059
Associate Professor female $74,898 $81,018 $ 85,000 9 0.176
Assistant Professor male $64,000 $64,000 $ 64,000 1 0.020
Assistant Professor female $64,150 $65,133 $ 66,155 5 0.098
Assistant Professor uncoded $64,500 $64,500 $ 64,500 1 0.020
Teaching Faculty male $46,925 $47,950 $ 48,975 2 0.039
Teaching Faculty female $45,900 $53,472 $ 63,750 10 0.196


School of Criminology & Crim J

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Spohn, Cassia female Regents Professor $226,000
White, Michael male Professor $173,538
Maguire, Edward male Professor $163,500
Hepburn, John male Professor $143,213
Reisig, Michael male Professor $142,300

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $142,985 $153,356 $166,010 4 0.105
Full Professor female $145,251 $172,168 $199,084 2 0.053
Associate Professor male $100,688 $101,938 $103,753 4 0.105
Associate Professor female $100,148 $101,000 $101,250 5 0.132
Associate Professor uncoded $110,000 $110,000 $110,000 1 0.026
Assistant Professor male $ 84,050 $ 84,100 $ 84,150 2 0.053
Assistant Professor female $ 83,750 $ 84,100 $ 84,400 4 0.105
Teaching Faculty male $ 48,500 $ 51,000 $ 58,250 11 0.289
Teaching Faculty female $ 53,000 $ 53,000 $ 54,000 5 0.132


School Of Earth & Space Explor

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Bell, James male Professor $222,400
Christensen, Philip male Regents Professor $216,050
Windhorst, Rogier uncoded Regents Professor $189,950
Anbar, Ariel female President’s Professor $189,800
Timmes, Francis male Professor $188,705

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $136,306 $146,531 $168,300 19 0.192
Full Professor female $189,800 $189,800 $189,800 1 0.010
Full Professor uncoded $155,527 $167,002 $178,476 2 0.020
Associate Professor male $112,612 $113,100 $120,050 3 0.030
Associate Professor female $114,156 $119,050 $121,250 5 0.051
Associate Professor uncoded $127,966 $129,183 $130,400 2 0.020
Assistant Professor male $ 92,000 $ 96,000 $ 98,200 5 0.051
Assistant Professor female $ 92,000 $ 93,500 $ 95,750 4 0.040
Assistant Professor uncoded $ 96,000 $ 96,000 $ 97,000 3 0.030
Teaching Faculty female $ 45,000 $ 45,000 $ 45,000 1 0.010
Researcher male $ 56,871 $ 64,445 $ 73,657 34 0.343
Researcher female $ 56,324 $ 65,000 $ 70,232 15 0.152
Researcher uncoded $ 60,000 $ 60,000 $ 75,196 5 0.051


School of Geog Sci & Urban Pln

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Fotheringham, Stewart male Regents Professor $333,200
Turner, Billie female Regents Professor $221,647
Sailor, David male Professor $141,453
Cerveny, Randall male President’s Professor $132,462
Dorn, Ronald male Professor $124,288

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $115,722 $119,964 $130,418 10 0.217
Full Professor female $145,731 $171,036 $196,342 2 0.043
Associate Professor male $ 98,246 $101,605 $106,640 3 0.065
Associate Professor female $ 97,998 $101,527 $112,264 3 0.065
Associate Professor uncoded $102,156 $102,938 $103,720 2 0.043
Assistant Professor male $ 84,500 $ 85,308 $ 86,211 4 0.087
Assistant Professor female $ 85,526 $ 86,000 $ 87,750 3 0.065
Assistant Professor uncoded $ 85,000 $ 85,000 $ 85,000 1 0.022
Teaching Faculty male $ 55,000 $ 55,000 $ 57,752 3 0.065
Teaching Faculty female $ 60,547 $ 60,547 $ 60,547 1 0.022
Teaching Faculty uncoded $ 56,226 $ 56,226 $ 56,226 1 0.022
Researcher male $ 53,750 $ 57,577 $ 63,866 4 0.087
Researcher female $ 66,825 $ 73,068 $ 77,628 4 0.087
Researcher uncoded $ 50,000 $ 50,000 $ 71,136 5 0.109


School of Math & Stat Sciences

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Mahalov, Alex male Professor $224,020
McCulloch, Robert male Professor $212,170
Renaut, Rosemary female Professor $174,005
Gumel, Abba male Professor $167,945
Carlson, Marilyn female Professor $164,207

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $125,180 $136,726 $153,320 19 0.194
Full Professor female $144,838 $164,207 $169,106 3 0.031
Full Professor uncoded $132,695 $132,695 $132,695 1 0.010
Associate Professor male $ 96,670 $104,980 $110,148 15 0.153
Associate Professor female $ 93,844 $ 97,091 $ 98,876 4 0.041
Associate Professor uncoded $ 99,722 $104,744 $108,216 3 0.031
Assistant Professor male $ 92,781 $101,600 $105,000 5 0.051
Assistant Professor female $105,000 $105,000 $105,000 1 0.010
Assistant Professor uncoded $ 92,500 $ 95,000 $ 97,500 3 0.031
Teaching Faculty male $ 50,470 $ 59,955 $ 60,444 17 0.173
Teaching Faculty female $ 55,000 $ 57,390 $ 61,038 9 0.092
Teaching Faculty uncoded $ 55,000 $ 57,658 $ 65,626 8 0.082
Researcher male $ 53,250 $ 54,000 $ 55,114 7 0.071
Researcher female $ 66,882 $ 80,064 $ 93,245 2 0.020
Researcher uncoded $ 54,000 $ 54,000 $ 54,000 1 0.010


School of Molecular Sciences

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Navrotsky, Alexandra female Professor $358,209
Fromme, Petra female Regents Professor $226,197
Buttry, Daniel male Professor $192,925
Angell, Charles male Regents Professor $191,976
Moore, Thomas male Regents Professor $184,096

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $127,198 $144,175 $166,064 17 0.187
Full Professor female $142,128 $159,551 $226,197 5 0.055
Full Professor uncoded $134,869 $141,731 $155,156 3 0.033
Associate Professor male $103,056 $103,495 $105,099 5 0.055
Associate Professor female $101,409 $101,409 $101,409 1 0.011
Assistant Professor male $ 94,569 $ 95,524 $ 96,478 6 0.066
Assistant Professor female $ 93,000 $ 94,000 $ 94,856 3 0.033
Assistant Professor uncoded $ 96,478 $ 96,478 $ 96,478 1 0.011
Teaching Faculty male $ 46,430 $ 47,918 $ 48,700 6 0.066
Teaching Faculty female $ 48,164 $ 49,185 $ 67,268 11 0.121
Teaching Faculty uncoded $ 46,500 $ 47,999 $ 48,246 3 0.033
Researcher male $ 51,734 $ 61,885 $ 88,750 12 0.132
Researcher female $ 48,840 $ 61,000 $ 72,092 10 0.110
Researcher uncoded $ 47,599 $ 51,697 $ 59,388 8 0.088


School of Politics & Global St

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Hero, Rodney male Professor $341,750
Polt, Michael male Professor of Practice (FSC) $226,600
Bergen, Peter male Professor of Practice (FSC) $196,875
Thies, Cameron male Professor $175,000
Hechter, Michael male Professor $171,750

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $119,450 $171,750 $175,000 5 0.135
Full Professor female $131,875 $139,000 $146,125 2 0.054
Associate Professor male $100,500 $101,750 $102,000 5 0.135
Associate Professor female $ 91,052 $ 96,000 $ 99,772 6 0.162
Assistant Professor male $ 85,000 $ 86,750 $ 99,125 4 0.108
Assistant Professor female $ 88,750 $ 92,000 $ 95,250 2 0.054
Assistant Professor uncoded $ 85,000 $ 85,000 $ 85,000 1 0.027
Teaching Faculty male $ 56,500 $130,750 $172,031 8 0.216
Teaching Faculty female $ 56,625 $ 58,250 $ 81,875 3 0.081
Researcher female $ 60,000 $ 60,000 $ 60,000 1 0.027


School Of Public Affairs

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Bozeman, Barry male Regents Professor $236,900
Kapstein, Ethan male Professor $227,500
Reilly, Thomas male Professor $186,375
Corley, Elizabeth female Professor $150,070
Feeney, Mary female Professor $144,000

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $140,272 $186,375 $227,500 5 0.20
Full Professor female $145,518 $147,035 $148,552 2 0.08
Associate Professor male $102,820 $104,725 $113,488 4 0.16
Associate Professor uncoded $106,496 $106,496 $106,496 1 0.04
Assistant Professor male $ 92,150 $ 94,200 $ 94,600 3 0.12
Assistant Professor female $ 90,125 $ 92,250 $ 94,375 2 0.08
Assistant Professor uncoded $ 88,500 $ 88,500 $ 88,500 1 0.04
Teaching Faculty male $ 49,900 $ 55,800 $ 61,700 4 0.16
Teaching Faculty female $ 55,890 $ 62,780 $ 68,890 3 0.12


School of Social Transform

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Brayboy, Bryan male President’s Professor $219,429
Scott, Kimberly female Professor $180,000
Lomawaima, K uncoded Professor $161,685
Swadener, Elizabeth female Professor $151,478
Moore, Elsie female Professor $148,250

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $154,309 $176,016 $197,722 2 0.039
Full Professor female $109,804 $118,089 $149,057 8 0.157
Full Professor uncoded $161,685 $161,685 $161,685 1 0.020
Associate Professor male $ 88,801 $ 92,890 $100,738 9 0.176
Associate Professor female $ 85,140 $ 94,392 $ 99,673 14 0.275
Associate Professor uncoded $100,673 $100,673 $100,673 1 0.020
Assistant Professor male $ 58,750 $ 67,500 $ 76,250 2 0.039
Assistant Professor female $ 85,000 $ 85,000 $ 85,000 5 0.098
Assistant Professor uncoded $ 85,000 $ 85,000 $ 85,000 1 0.020
Teaching Faculty male $ 53,460 $ 54,171 $ 54,882 2 0.039
Teaching Faculty female $ 52,422 $ 59,844 $ 63,997 3 0.059
Teaching Faculty uncoded $ 45,000 $ 45,000 $ 45,000 1 0.020
Researcher female $ 70,343 $ 70,343 $ 70,343 1 0.020
Researcher uncoded $ 42,500 $ 42,500 $ 42,500 1 0.020


School Of Social Work

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Messing, Jill female Professor $160,000
Shafer, Michael male Professor $137,401
Ashford, Jose male Professor $131,845
Segal, Elizabeth female Professor $130,390
Lecroy, Craig male Professor $129,970

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $127,502 $130,908 $133,234 4 0.062
Full Professor female $123,725 $130,390 $145,195 3 0.047
Associate Professor male $ 91,649 $ 92,864 $ 94,078 2 0.031
Associate Professor female $ 90,194 $ 90,267 $ 91,528 5 0.078
Assistant Professor male $ 82,250 $ 83,500 $ 84,750 2 0.031
Assistant Professor female $ 83,000 $ 83,550 $ 83,750 10 0.156
Assistant Professor uncoded $ 82,425 $ 83,000 $ 84,700 4 0.062
Teaching Faculty male $ 35,725 $ 48,450 $ 49,800 3 0.047
Teaching Faculty female $ 48,512 $ 51,700 $ 53,728 26 0.406
Researcher male $ 60,000 $ 60,000 $ 60,000 1 0.016
Researcher female $ 56,520 $ 64,000 $ 66,250 4 0.062


SHPRS History Faculty

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Fixico, Donald male Regents Professor $271,527
Austin, Curtis male Assoc Professor $190,000
Alexander, Leslie female Assoc Professor $190,000
Saikia, Yasmin female Professor $181,750
Critchlow, Donald male Professor $158,446

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $101,565 $130,000 $158,446 5 0.119
Full Professor female $130,808 $147,789 $164,770 2 0.048
Full Professor uncoded $135,206 $135,206 $135,206 1 0.024
Associate Professor male $108,000 $108,707 $122,268 5 0.119
Associate Professor female $ 75,612 $ 91,369 $104,841 7 0.167
Assistant Professor male $ 75,741 $ 76,732 $ 78,241 3 0.071
Assistant Professor female $ 77,506 $ 79,750 $ 79,875 3 0.071
Assistant Professor uncoded $ 82,494 $ 82,494 $ 82,494 1 0.024
Teaching Faculty male $ 50,575 $ 51,000 $ 67,667 9 0.214
Teaching Faculty female $ 49,429 $ 58,334 $ 67,959 4 0.095
Teaching Faculty uncoded $ 47,992 $ 47,992 $ 47,992 1 0.024
Researcher female $ 60,000 $ 60,000 $ 60,000 1 0.024


Social & Behavioral Sciences

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Nanez, Jose male President’s Professor $151,212
Mickelson, Kristin female Professor $125,464
Kassing, Jeffrey male Professor $118,412
Kirby, Andrew male Professor $117,816
Nadesan, Majia uncoded Professor $114,104

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $105,796 $113,000 $118,263 6 0.088
Full Professor female $125,464 $125,464 $125,464 1 0.015
Full Professor uncoded $114,104 $114,104 $114,104 1 0.015
Associate Professor male $ 93,394 $ 97,660 $ 99,152 5 0.074
Associate Professor female $ 91,490 $ 93,801 $ 98,000 9 0.132
Assistant Professor male $ 83,562 $ 85,625 $ 87,438 4 0.059
Assistant Professor female $ 81,000 $ 82,987 $ 85,000 8 0.118
Assistant Professor uncoded $ 82,500 $ 82,500 $ 82,500 1 0.015
Teaching Faculty male $ 54,000 $ 54,000 $ 54,040 9 0.132
Teaching Faculty female $ 52,000 $ 54,000 $ 55,000 19 0.279
Teaching Faculty uncoded $ 54,000 $ 54,000 $ 54,000 1 0.015
Researcher female $ 48,750 $ 52,810 $ 56,715 4 0.059


Sols Administration & Faculty

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Sala, Osvaldo male Regents Professor $291,567
Grimm, Nancy female Regents Professor $253,500
Compton, Carolyn female Professor $241,600
Jacobs, Bertram male Professor $202,800
Perrings, Charles male Professor $188,538

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $119,282 $131,002 $158,089 21 0.181
Full Professor female $123,004 $146,298 $158,500 11 0.095
Full Professor uncoded $150,920 $154,230 $157,540 2 0.017
Associate Professor male $ 98,827 $105,545 $123,339 10 0.086
Associate Professor female $102,720 $110,150 $118,748 4 0.034
Associate Professor uncoded $ 99,294 $102,819 $106,344 2 0.017
Assistant Professor male $ 90,550 $ 93,700 $ 96,850 2 0.017
Assistant Professor female $ 92,000 $ 94,000 $ 94,150 7 0.060
Assistant Professor uncoded $ 99,000 $ 99,000 $ 99,000 1 0.009
Teaching Faculty male $ 48,000 $ 48,750 $ 67,360 7 0.060
Teaching Faculty female $ 48,000 $ 48,000 $ 53,150 8 0.069
Researcher male $ 50,123 $ 52,000 $ 58,260 17 0.147
Researcher female $ 49,500 $ 51,638 $ 65,241 16 0.138
Researcher uncoded $ 47,494 $ 50,678 $ 55,414 8 0.069


SOS Faculty & Researchers

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Pfirman, Stephanie female Professor $255,000
Melnick, Robert male Research Scientist $249,765
Basile, George male Professor of Practice (FSC) $168,913
Childers, Daniel male Professor $145,466
Aggarwal, Rimjhim uncoded Assoc Professor $143,500

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $118,923 $132,258 $139,604 4 0.08
Full Professor female $123,124 $126,249 $190,624 3 0.06
Full Professor uncoded $118,827 $118,827 $118,827 1 0.02
Associate Professor male $ 97,101 $ 97,515 $ 97,929 2 0.04
Associate Professor female $ 98,982 $ 99,813 $100,644 2 0.04
Associate Professor uncoded $143,500 $143,500 $143,500 1 0.02
Assistant Professor male $ 86,307 $ 91,898 $101,164 4 0.08
Assistant Professor female $ 87,116 $ 87,125 $102,562 3 0.06
Assistant Professor uncoded $ 87,333 $ 87,966 $ 88,600 2 0.04
Teaching Faculty male $ 50,000 $ 52,292 $ 78,590 10 0.20
Teaching Faculty female $ 45,000 $ 45,000 $ 45,900 11 0.22
Teaching Faculty uncoded $ 45,000 $ 50,000 $ 52,632 5 0.10
Researcher male $103,691 $152,382 $201,074 2 0.04


The Design School

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Jackson, Maria female Professor $142,011
Underhill, Michael male Professor $135,995
Brooks, Kenneth male Professor $133,800
Petrucci, Darren male Professor $132,762
Rotondi, Michael male Professor $129,528

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $119,217 $129,528 $133,281 7 0.143
Full Professor female $142,011 $142,011 $142,011 1 0.020
Full Professor uncoded $128,056 $128,056 $128,056 1 0.020
Associate Professor male $ 80,020 $ 81,763 $ 83,445 9 0.184
Associate Professor female $ 80,173 $ 91,695 $103,351 5 0.102
Associate Professor uncoded $ 82,032 $ 82,032 $ 82,032 1 0.020
Assistant Professor male $ 70,250 $ 70,500 $ 70,750 3 0.061
Assistant Professor female $ 70,700 $ 70,700 $ 70,700 1 0.020
Assistant Professor uncoded $ 70,500 $ 71,000 $ 71,375 3 0.061
Teaching Faculty male $ 48,300 $ 55,547 $ 61,722 8 0.163
Teaching Faculty female $ 50,450 $ 54,974 $ 66,225 10 0.204


The Sanford School

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Elliott, Stephen male Professor $281,860
Sandefur, Rebecca female Professor $220,000
Fabes, Richard male Professor $190,000
Meek, Shantel female Professor of Practice (FSC) $175,097
Ladd, Gary male Professor $165,726

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $124,358 $158,364 $183,932 6 0.128
Full Professor female $122,326 $127,953 $132,502 7 0.149
Associate Professor male $ 98,500 $ 98,500 $ 98,500 1 0.021
Associate Professor female $ 99,132 $100,255 $116,712 8 0.170
Assistant Professor male $ 86,212 $ 86,775 $ 87,338 2 0.043
Assistant Professor female $ 85,529 $ 87,358 $ 88,800 6 0.128
Teaching Faculty male $ 49,628 $ 49,628 $ 49,628 1 0.021
Teaching Faculty female $ 82,609 $ 82,609 $ 88,433 5 0.106
Teaching Faculty uncoded $ 49,300 $ 49,300 $ 49,300 1 0.021
Researcher male $113,603 $113,603 $113,603 1 0.021
Researcher female $ 52,500 $ 52,500 $ 59,282 7 0.149
Researcher uncoded $ 53,375 $ 54,250 $ 55,125 2 0.043


WPC Accountancy

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Lamoreaux, Phillip male Assoc Professor $323,113
Li, Yinghua uncoded Professor $322,573
Matejka, Michal female Professor $309,350
Reckers, Philip male Professor $300,975
Kaplan, Steven male Professor $297,109

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $248,620 $297,109 $299,042 3 0.077
Full Professor female $309,350 $309,350 $309,350 1 0.026
Full Professor uncoded $268,143 $286,286 $304,430 2 0.051
Associate Professor male $224,344 $262,454 $280,428 4 0.103
Associate Professor female $267,244 $274,394 $278,578 4 0.103
Associate Professor uncoded $265,220 $265,220 $265,220 1 0.026
Assistant Professor male $217,494 $219,475 $221,306 6 0.154
Assistant Professor female $215,475 $215,475 $215,475 1 0.026
Assistant Professor uncoded $225,000 $225,000 $225,000 1 0.026
Teaching Faculty male $ 91,703 $106,295 $129,500 8 0.205
Teaching Faculty female $ 96,612 $120,650 $143,750 8 0.205


WPC Economics

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Prescott, Edward male Regents Professor $436,101
Manelli, Alejandro male Professor $320,449
Silverman, Daniel male Professor $310,840
Chade, Hector male Professor $302,410
Mehra, Rajnish uncoded Professor $296,743

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $191,220 $257,474 $302,410 13 0.302
Full Professor female $180,091 $180,091 $180,091 1 0.023
Full Professor uncoded $296,743 $296,743 $296,743 1 0.023
Associate Professor male $172,974 $183,753 $184,974 6 0.140
Associate Professor female $149,103 $153,830 $158,558 2 0.047
Associate Professor uncoded $107,984 $107,984 $107,984 1 0.023
Assistant Professor male $147,288 $154,000 $157,750 4 0.093
Assistant Professor female $147,433 $152,288 $157,144 2 0.047
Teaching Faculty male $ 99,436 $101,873 $104,520 8 0.186
Teaching Faculty female $102,700 $104,300 $105,800 4 0.093
Researcher male $111,706 $111,706 $111,706 1 0.023


WPC Information Systems

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Chen, Pei-yu uncoded Professor $230,917
Zhang, Zhongju uncoded Professor $224,029
Shao, Benjamin male Professor $209,807
Shi, Zhan uncoded Assoc Professor $200,867
Han, Sang Pil male Assoc Professor $195,019

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $130,719 $157,082 $183,444 2 0.056
Full Professor uncoded $225,751 $227,473 $229,195 2 0.056
Associate Professor male $177,755 $183,510 $189,264 2 0.056
Associate Professor uncoded $178,106 $185,693 $193,280 2 0.056
Assistant Professor male $168,039 $168,039 $168,039 1 0.028
Assistant Professor female $168,151 $172,100 $176,050 2 0.056
Assistant Professor uncoded $180,000 $180,000 $180,000 1 0.028
Teaching Faculty male $ 90,000 $ 95,000 $120,000 13 0.361
Teaching Faculty female $ 75,056 $ 93,905 $124,146 4 0.111
Teaching Faculty uncoded $ 86,008 $100,000 $103,666 7 0.194


WPC Management

TOP FIVE SALARIES

Full.Name gender Job.Description salary
LePine, Jeffery male Professor $402,257
Gomez-Mejia, Luis male Regents Professor $361,393
Ashforth, Blake male Regents Professor $338,580
Corley, Kevin male Professor $282,000
Semadeni, Matthew male Professor $273,267

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $219,152 $282,000 $349,986 7 0.171
Associate Professor male $195,430 $228,780 $232,799 8 0.195
Associate Professor female $144,591 $155,322 $168,114 4 0.098
Assistant Professor female $215,000 $215,000 $215,000 1 0.024
Assistant Professor uncoded $163,151 $163,151 $163,151 1 0.024
Teaching Faculty male $ 88,018 $101,578 $120,390 13 0.317
Teaching Faculty female $102,000 $103,807 $106,524 5 0.122
Teaching Faculty uncoded $122,520 $122,520 $122,520 1 0.024
Researcher male $ 47,208 $ 47,208 $ 47,208 1 0.024


WPC Supply Chain Management

TOP FIVE SALARIES

Full.Name gender Job.Description salary
Choi, Thomas male Professor $288,818
Carter, Craig male Professor $263,000
Fowler, John male Professor $256,139
Rabinovich, Elliot male Professor $252,685
Li, Hongmin uncoded Professor $250,000

PAY RANGE BY RANK AND GENDER

title gender q25 q50 q75 n p
Full Professor male $217,774 $244,224 $256,139 9 0.300
Full Professor uncoded $250,000 $250,000 $250,000 1 0.033
Associate Professor male $183,522 $185,682 $187,841 2 0.067
Associate Professor uncoded $167,055 $178,720 $180,270 3 0.100
Assistant Professor male $154,050 $160,000 $165,000 3 0.100
Assistant Professor female $148,601 $148,601 $148,601 1 0.033
Teaching Faculty male $ 96,756 $113,500 $119,490 7 0.233
Teaching Faculty female $ 89,478 $ 90,457 $ 91,436 2 0.067
Teaching Faculty uncoded $103,104 $106,207 $109,310 2 0.067







ds4ps

Data Science for
Public Service